v1.0.alpha7
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
DataFrame
NO COMPARISON TARGET
31710
ROWS
0
DUPLICATES
17.9 MB
RAM
41
FEATURES
3
CATEGORICAL
36
NUMERICAL
2
TEXT
WAR
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
1,070
(3%)
MAX
12.2
95%
3.8
Q3
1.1
AVG
0.7
MEDIAN
0.2
Q1
-0.2
5%
-0.9
MIN
-3.9
RANGE
16.1
IQR
1.35
STD
1.51
VAR
2.28
KURT.
5.65
SKEW
1.99
SUM
21,311
1
name_common
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
5,862
(18%)
32
0%
-
-
Roberto Hernandez
32
0%
-
-
Mike Stanton
28
0%
-
-
Tommy John
27
0%
-
-
Greg Harris
27
0%
-
-
Nolan Ryan
27
0%
-
-
Jamie Moyer
27
0%
-
-
Steve Carlton
31,510
99%
-
-
(Other)
2
age
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
34
(0%)
MAX
58.0
95%
36.0
Q3
30.0
AVG
27.9
MEDIAN
27.0
Q1
25.0
5%
22.0
MIN
17.0
RANGE
41.0
IQR
5.00
STD
4.25
VAR
18.1
KURT.
0.609
SKEW
0.745
SUM
885k
3
mlb_ID
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
5,938
(19%)
MAX
678k
95%
593k
Q3
435k
AVG
248k
MEDIAN
123k
Q1
117k
5%
111k
MIN
110k
RANGE
568k
IQR
318k
STD
180k
VAR
32.3B
KURT.
-0.991
SKEW
0.835
SUM
7.9B
4
player_ID
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
5,938
(19%)
28
0%
-
-
johnto01
27
0%
-
-
carltst01
27
0%
-
-
moyerja01
27
0%
-
-
kaatji01
27
0%
-
-
ryanno01
26
0%
-
-
niekrph01
26
0%
-
-
weathda01
31,522
99%
-
-
(Other)
5
year_ID
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
60
(0%)
MAX
2,019.0
95%
2,018.0
Q3
2,009.0
MEDIAN
1,998.0
AVG
1,995.0
Q1
1,982.0
5%
1,965.0
MIN
1,960.0
RANGE
59.0
IQR
27.0
STD
16.8
VAR
284
KURT.
-0.987
SKEW
-0.397
SUM
63.3M
6
team_ID
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
40
(0%)
7
stint_ID
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
5
(0%)
8
lg_ID
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
2
(0%)
9
G
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
95
(0%)
MAX
106
95%
66
Q3
36
AVG
26
MEDIAN
23
Q1
9
5%
2
MIN
0
RANGE
106
IQR
27.0
STD
19.6
VAR
384
KURT.
-0.140
SKEW
0.766
SUM
815k
10
GS
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
48
(0%)
MAX
49.0
95%
33.0
Q3
14.0
AVG
8.0
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
49.0
IQR
14.0
STD
11.5
VAR
133
KURT.
0.122
SKEW
1.26
SUM
253k
11
IPouts
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
939
(3%)
MAX
1,130
95%
649
Q3
305
AVG
214
MEDIAN
149
Q1
49
5%
8
MIN
0
RANGE
1,130
IQR
256
STD
207
VAR
42,690
KURT.
0.552
SKEW
1.18
SUM
6.8M
12
IPouts_start
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
937
(3%)
MAX
1,130
95%
641
Q3
231
AVG
147
MEDIAN
15
Q1
0
5%
0
MIN
0
RANGE
1,130
IQR
231
STD
223
VAR
49,939
KURT.
0.935
SKEW
1.47
SUM
4.7M
13
IPouts_relief
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
416
(1%)
MAX
625
95%
228
Q3
107
AVG
66
MEDIAN
31
Q1
6
5%
0
MIN
-15
RANGE
640
IQR
101
STD
78.8
VAR
6,216
KURT.
1.28
SKEW
1.36
SUM
2.1M
14
RA
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
155
(0%)
MAX
166
95%
102
Q3
52
AVG
35
MEDIAN
24
Q1
10
5%
2
MIN
0
RANGE
166
IQR
42.0
STD
32.1
VAR
1,033
KURT.
0.215
SKEW
1.08
SUM
1.1M
15
xRA
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
25,494
(80%)
MAX
174
95%
107
Q3
50
AVG
35
MEDIAN
25
Q1
8
5%
1
MIN
0
RANGE
174
IQR
41.8
STD
33.7
VAR
1,135
KURT.
0.445
SKEW
1.15
SUM
1.1M
16
xRA_sprp_adj
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
7,892
(25%)
MAX
5.9
95%
3.6
Q3
0.8
AVG
-0.0
MEDIAN
-0.2
Q1
-1.1
5%
-2.8
MIN
-7.7
RANGE
13.6
IQR
1.92
STD
1.83
VAR
3.36
KURT.
0.147
SKEW
0.460
SUM
-278
17
xRA_def_pitcher
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
9,425
(30%)
MAX
23.0
95%
4.5
Q3
0.7
AVG
0.0
MEDIAN
0.0
Q1
-0.7
5%
-4.2
MIN
-28.4
RANGE
51.4
IQR
1.40
STD
2.79
VAR
7.78
KURT.
8.42
SKEW
0.105
SUM
1,514
18
PPF
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
37
(0%)
MAX
128.0
95%
108.0
Q3
103.0
AVG
100.1
MEDIAN
100.0
Q1
97.0
5%
93.0
MIN
88.0
RANGE
40.0
IQR
6.00
STD
4.82
VAR
23.2
KURT.
3.60
SKEW
1.09
SUM
3.2M
19
PPF_custom
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
13,846
(44%)
MAX
150
95%
109
Q3
103
AVG
100
MEDIAN
100
Q1
97
5%
93
MIN
0
RANGE
150
IQR
5.99
STD
6.44
VAR
41.4
KURT.
67.0
SKEW
-3.33
SUM
3.2M
20
xRA_final
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
25,420
(80%)
MAX
223
95%
110
Q3
50
AVG
35
MEDIAN
24
Q1
8
5%
1
MIN
0
RANGE
223
IQR
41.9
STD
34.8
VAR
1,214
KURT.
0.657
SKEW
1.22
SUM
1.1M
21
BIP
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
975
(3%)
MAX
1,216
95%
688
Q3
326
AVG
225
MEDIAN
153
Q1
54
5%
10
MIN
0
RANGE
1,216
IQR
272
STD
218
VAR
47,571
KURT.
0.502
SKEW
1.18
SUM
7.1M
22
BIP_perc
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
2,009
(6%)
MAX
0.279
95%
0.151
Q3
0.072
AVG
0.050
MEDIAN
0.034
Q1
0.012
5%
0.002
MIN
0.000
RANGE
0.279
IQR
0.060
STD
0.048
VAR
0.002
KURT.
0.377
SKEW
1.15
SUM
1,582
23
RS_def_total
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
944
(3%)
MAX
135
95%
62
Q3
28
MEDIAN
2
AVG
0
Q1
-26
5%
-68
MIN
-138
RANGE
274
IQR
53.9
STD
40.3
VAR
1,626
KURT.
0.104
SKEW
-0.123
SUM
3,667
24
runs_above_avg
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
19,935
(63%)
MAX
94
95%
20
Q3
4
AVG
0
MEDIAN
-1
Q1
-5
5%
-15
MIN
-57
RANGE
151
IQR
9.43
STD
10.8
VAR
117
KURT.
4.84
SKEW
1.19
SUM
5,001
25
runs_above_avg_adj
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
19,937
(63%)
MAX
92
95%
19
Q3
4
AVG
0
MEDIAN
-1
Q1
-5
5%
-15
MIN
-57
RANGE
149
IQR
9.37
STD
10.7
VAR
115
KURT.
4.78
SKEW
1.15
SUM
0.022
26
runs_above_rep
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
21,164
(67%)
MAX
120
95%
36
Q3
12
AVG
7
MEDIAN
2
Q1
-2
5%
-9
MIN
-50
RANGE
170
IQR
13.7
STD
14.5
VAR
211
KURT.
4.68
SKEW
1.80
SUM
214k
27
RpO_replacement
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
58
(0%)
MAX
0.242
95%
0.226
Q3
0.208
MEDIAN
0.198
AVG
0.197
Q1
0.184
5%
0.170
MIN
0.150
RANGE
0.092
IQR
0.024
STD
0.018
VAR
0.00
KURT.
-0.055
SKEW
0.149
SUM
6,248
28
GR_leverage_index_avg
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
10,897
(34%)
MAX
10.7
95%
1.9
Q3
1.2
MEDIAN
1.0
AVG
1.0
Q1
0.7
5%
0.1
MIN
0.0
RANGE
10.7
IQR
0.593
STD
0.561
VAR
0.315
KURT.
12.1
SKEW
1.61
SUM
31,213
29
salary
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
2,587
(8%)
MAX
38.3M
95%
5.2M
Q3
0.5M
AVG
0.9M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
38.3M
IQR
510k
STD
2.6M
VAR
6.6T
KURT.
37.2
SKEW
5.24
SUM
29.2B
30
teamRpG
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
119
(0%)
MAX
5.40
95%
5.05
Q3
4.71
MEDIAN
4.50
AVG
4.46
Q1
4.16
5%
3.87
MIN
3.41
RANGE
1.99
IQR
0.552
STD
0.385
VAR
0.148
KURT.
-0.142
SKEW
-0.019
SUM
142k
31
oppRpG
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
29,663
(94%)
MAX
15.7
95%
6.1
Q3
5.0
AVG
4.6
MEDIAN
4.6
Q1
4.1
5%
3.5
MIN
0.0
RANGE
15.7
IQR
0.860
STD
0.900
VAR
0.811
KURT.
9.08
SKEW
1.27
SUM
147k
32
pyth_exponent
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
528
(2%)
MAX
2.36
95%
1.98
Q3
1.91
MEDIAN
1.87
AVG
1.87
Q1
1.83
5%
1.78
MIN
0.00
RANGE
2.36
IQR
0.079
STD
0.111
VAR
0.012
KURT.
188
SKEW
-11.2
SUM
59,298
33
waa_win_perc
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
4,062
(13%)
MAX
0.926
95%
0.586
Q3
0.518
MEDIAN
0.494
AVG
0.485
Q1
0.458
5%
0.361
MIN
0.000
RANGE
0.926
IQR
0.059
STD
0.073
VAR
0.005
KURT.
7.31
SKEW
-1.21
SUM
15,369
34
WAA
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
15,490
(49%)
MAX
9.8
95%
2.1
Q3
0.4
AVG
0.0
MEDIAN
-0.1
Q1
-0.5
5%
-1.5
MIN
-5.0
RANGE
14.8
IQR
0.953
STD
1.15
VAR
1.31
KURT.
6.50
SKEW
1.57
SUM
1,315
35
WAA_adj
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
5,664
(18%)
MAX
2.62
95%
0.16
Q3
-0.00
AVG
-0.04
MEDIAN
-0.05
Q1
-0.11
5%
-0.19
MIN
-1.03
RANGE
3.65
IQR
0.108
STD
0.136
VAR
0.018
KURT.
24.9
SKEW
2.54
SUM
-1,315
36
oppRpG_rep
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
25,191
(79%)
MAX
6.34
95%
5.52
Q3
5.04
AVG
4.73
MEDIAN
4.72
Q1
4.42
5%
4.05
MIN
0.00
RANGE
6.34
IQR
0.617
STD
0.473
VAR
0.223
KURT.
10.3
SKEW
-0.861
SUM
150k
37
pyth_exponent_rep
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
289
(1%)
MAX
2.02
95%
1.96
Q3
1.91
MEDIAN
1.88
AVG
1.88
Q1
1.85
5%
1.80
MIN
0.00
RANGE
2.02
IQR
0.065
STD
0.078
VAR
0.006
KURT.
365
SKEW
-15.2
SUM
59,578
38
waa_win_perc_rep
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
784
(2%)
MAX
0.500
95%
0.493
Q3
0.489
MEDIAN
0.481
AVG
0.472
Q1
0.454
5%
0.437
MIN
0.000
RANGE
0.500
IQR
0.035
STD
0.025
VAR
0.00
KURT.
134
SKEW
-7.49
SUM
14,960
39
WAR_rep
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
14,218
(45%)
MAX
3.66
95%
2.03
Q3
0.96
AVG
0.67
MEDIAN
0.48
Q1
0.16
5%
0.03
MIN
0.00
RANGE
3.66
IQR
0.806
STD
0.643
VAR
0.414
KURT.
0.622
SKEW
1.18
SUM
21,311
40
ERA_plus
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
27,989
(88%)
MAX
1,279
95%
190
Q3
120
AVG
102
MEDIAN
95
Q1
72
5%
30
MIN
0
RANGE
1,279
IQR
48.6
STD
59.7
VAR
3,563
KURT.
37.5
SKEW
3.88
SUM
3.2M
41
ER_lg
VALUES:
31,710
(100%)
MISSING:
---
DISTINCT:
24,290
(77%)
MAX
164
95%
97
Q3
45
AVG
32
MEDIAN
23
Q1
8
5%
1
MIN
0
RANGE
164
IQR
37.6
STD
30.5
VAR
930
KURT.
0.483
SKEW
1.16
SUM
1.0M
WAR
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
runs_above_rep
0.99
WAA
0.93
runs_above_avg
0.92
runs_above_avg_adj
0.92
ER_lg
0.69
xRA_final
0.69
IPouts
0.69
xRA
0.69
WAR_rep
0.69
BIP_perc
0.64
BIP
0.64
waa_win_perc
0.63
IPouts_start
0.62
GS
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.08
team_ID
0.08
lg_ID
0.02
MOST FREQUENT VALUES
0.03
302
1.0%
0.01
297
0.9%
0.0
290
0.9%
0.04
276
0.9%
-0.02
261
0.8%
-0.08
250
0.8%
-0.11
236
0.7%
-0.1
236
0.7%
-0.07
230
0.7%
-0.05
226
0.7%
-0.06
222
0.7%
-0.01
221
0.7%
0.02
220
0.7%
-0.03
214
0.7%
-0.09
209
0.7%
SMALLEST VALUES
-3.93
1
0.0%
-3.2
1
0.0%
-3.13
1
0.0%
-3.1
1
0.0%
-2.77
1
0.0%
-2.76
2
0.0%
-2.75
1
0.0%
-2.74
1
0.0%
-2.7
1
0.0%
-2.66
1
0.0%
-2.62
1
0.0%
-2.61
1
0.0%
-2.58
1
0.0%
-2.56
1
0.0%
-2.53
1
0.0%
LARGEST VALUES
12.19
1
0.0%
12.08
1
0.0%
11.93
1
0.0%
11.75
1
0.0%
11.71
1
0.0%
11.23
1
0.0%
10.83
1
0.0%
10.73
1
0.0%
10.72
1
0.0%
10.67
1
0.0%
10.61
1
0.0%
10.43
1
0.0%
10.41
2
0.0%
10.3
1
0.0%
10.28
1
0.0%
Associations
Showing ONLY dataset "DataFrame"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "None"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
WAR
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
runs_above_rep
0.99
WAA
0.93
runs_above_avg
0.92
runs_above_avg_adj
0.92
ER_lg
0.69
xRA_final
0.69
IPouts
0.69
xRA
0.69
WAR_rep
0.69
BIP_perc
0.64
BIP
0.64
waa_win_perc
0.63
IPouts_start
0.62
GS
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.08
team_ID
0.08
lg_ID
0.02
MOST FREQUENT VALUES
0.03
302
1.0%
0.01
297
0.9%
0.0
290
0.9%
0.04
276
0.9%
-0.02
261
0.8%
-0.08
250
0.8%
-0.11
236
0.7%
-0.1
236
0.7%
-0.07
230
0.7%
-0.05
226
0.7%
-0.06
222
0.7%
-0.01
221
0.7%
0.02
220
0.7%
-0.03
214
0.7%
-0.09
209
0.7%
SMALLEST VALUES
-3.93
1
0.0%
-3.2
1
0.0%
-3.13
1
0.0%
-3.1
1
0.0%
-2.77
1
0.0%
-2.76
2
0.0%
-2.75
1
0.0%
-2.74
1
0.0%
-2.7
1
0.0%
-2.66
1
0.0%
-2.62
1
0.0%
-2.61
1
0.0%
-2.58
1
0.0%
-2.56
1
0.0%
-2.53
1
0.0%
LARGEST VALUES
12.19
1
0.0%
12.08
1
0.0%
11.93
1
0.0%
11.75
1
0.0%
11.71
1
0.0%
11.23
1
0.0%
10.83
1
0.0%
10.73
1
0.0%
10.72
1
0.0%
10.67
1
0.0%
10.61
1
0.0%
10.43
1
0.0%
10.41
2
0.0%
10.3
1
0.0%
10.28
1
0.0%
name_common
MISSING:
---
32
0%
-
-
Roberto Hernandez
32
0%
-
-
Mike Stanton
28
0%
-
-
Tommy John
27
0%
-
-
Greg Harris
27
0%
-
-
Nolan Ryan
27
0%
-
-
Jamie Moyer
27
0%
-
-
Steve Carlton
27
0%
-
-
Jim Kaat
26
0%
-
-
Jesse Orosco
26
0%
-
-
Terry Mulholland
26
0%
-
-
David Weathers
26
0%
-
-
Phil Niekro
26
0%
-
-
Charlie Hough
25
0%
-
-
Don Sutton
25
0%
-
-
Greg Maddux
25
0%
-
-
Mike Morgan
25
0%
-
-
Gaylord Perry
25
0%
-
-
Dennis Eckersley
25
0%
-
-
Danny Darwin
25
0%
-
-
Jerry Reuss
25
0%
-
-
Joe Niekro
24
0%
-
-
Rick Honeycutt
24
0%
-
-
Roger Clemens
24
0%
-
-
Dennis Martinez
24
0%
-
-
David Wells
24
0%
-
-
LaTroy Hawkins
24
0%
-
-
Bert Blyleven
24
0%
-
-
Pedro Martinez
24
0%
-
-
Randy Johnson
23
0%
-
-
Bob Miller
23
0%
-
-
Bartolo Colon
23
0%
-
-
John Candelaria
23
0%
-
-
Pedro Borbon
23
0%
-
-
Doyle Alexander
23
0%
-
-
Rich Gossage
23
0%
-
-
Edwin Jackson
23
0%
-
-
Kevin Brown
23
0%
-
-
Frank Tanana
22
0%
-
-
Tom Seaver
22
0%
-
-
Darren Oliver
22
0%
-
-
Bruce Chen
22
0%
-
-
Arthur Rhodes
22
0%
-
-
Tom Glavine
22
0%
-
-
Livan Hernandez
22
0%
-
-
Ray Sadecki
22
0%
-
-
Jose Mesa
22
0%
-
-
Gene Garber
22
0%
-
-
John Smoltz
22
0%
-
-
Bob McClure
22
0%
-
-
Tom Gordon
21
0%
-
-
John Franco
21
0%
-
-
Kyle Farnsworth
21
0%
-
-
Jamey Wright
21
0%
-
-
Mike Timlin
21
0%
-
-
Russ Springer
21
0%
-
-
Lee Smith
21
0%
-
-
Fernando Rodney
21
0%
-
-
Grant Jackson
21
0%
-
-
Kent Mercker
21
0%
-
-
Bob Gibson
30,280
95%
-
-
(Other)
age
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
salary
0.28
G
0.19
mlb_ID
-0.16
IPouts_relief
0.14
GR_leverage_index_avg
0.13
year_ID
0.08
teamRpG
0.06
ER_lg
0.06
BIP_perc
0.06
xRA
0.06
RpO_replacement
0.06
BIP
0.06
runs_above_rep
0.06
WAR_rep
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.14
team_ID
0.09
lg_ID
0.01
MOST FREQUENT VALUES
26.0
3,328
10.5%
25.0
3,244
10.2%
27.0
3,177
10.0%
28.0
2,825
8.9%
24.0
2,746
8.7%
29.0
2,425
7.6%
30.0
2,006
6.3%
23.0
1,969
6.2%
31.0
1,734
5.5%
32.0
1,457
4.6%
22.0
1,233
3.9%
33.0
1,175
3.7%
34.0
922
2.9%
35.0
723
2.3%
21.0
613
1.9%
SMALLEST VALUES
17.0
2
0.0%
18.0
19
0.1%
19.0
81
0.3%
20.0
228
0.7%
21.0
613
1.9%
22.0
1,233
3.9%
23.0
1,969
6.2%
24.0
2,746
8.7%
25.0
3,244
10.2%
26.0
3,328
10.5%
27.0
3,177
10.0%
28.0
2,825
8.9%
29.0
2,425
7.6%
30.0
2,006
6.3%
31.0
1,734
5.5%
LARGEST VALUES
58.0
1
0.0%
49.0
2
0.0%
48.0
5
0.0%
47.0
4
0.0%
46.0
10
0.0%
45.0
9
0.0%
44.0
23
0.1%
43.0
33
0.1%
42.0
57
0.2%
41.0
92
0.3%
40.0
128
0.4%
39.0
191
0.6%
38.0
285
0.9%
37.0
407
1.3%
36.0
556
1.8%
mlb_ID
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
year_ID
0.77
BIP
-0.21
BIP_perc
-0.20
IPouts
-0.19
WAR_rep
-0.19
RA
-0.18
xRA
-0.18
xRA_final
-0.18
ER_lg
-0.17
age
-0.16
IPouts_start
-0.15
GR_leverage_index_avg
-0.14
GS
-0.13
salary
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.33
stint_ID
0.02
lg_ID
0.01
MOST FREQUENT VALUES
116550.0
28
0.1%
116803.0
27
0.1%
119469.0
27
0.1%
112008.0
27
0.1%
121597.0
27
0.1%
119786.0
26
0.1%
119488.0
26
0.1%
124000.0
26
0.1%
116176.0
26
0.1%
120051.0
26
0.1%
120438.0
25
0.1%
123006.0
25
0.1%
113726.0
25
0.1%
113060.0
25
0.1%
119785.0
25
0.1%
SMALLEST VALUES
110003.0
13
0.0%
110009.0
11
0.0%
110012.0
4
0.0%
110015.0
12
0.0%
110016.0
12
0.0%
110021.0
14
0.0%
110028.0
1
0.0%
110032.0
10
0.0%
110033.0
12
0.0%
110035.0
2
0.0%
110037.0
4
0.0%
110038.0
3
0.0%
110040.0
4
0.0%
110067.0
12
0.0%
110068.0
2
0.0%
LARGEST VALUES
677976.0
1
0.0%
676606.0
1
0.0%
675916.0
1
0.0%
673633.0
2
0.0%
673258.0
1
0.0%
672773.0
1
0.0%
672335.0
2
0.0%
671790.0
1
0.0%
670970.0
1
0.0%
670950.0
3
0.0%
670712.0
1
0.0%
670456.0
1
0.0%
670426.0
1
0.0%
670329.0
1
0.0%
670280.0
1
0.0%
player_ID
MISSING:
---
28
0%
-
-
johnto01
27
0%
-
-
carltst01
27
0%
-
-
moyerja01
27
0%
-
-
kaatji01
27
0%
-
-
ryanno01
26
0%
-
-
niekrph01
26
0%
-
-
weathda01
26
0%
-
-
houghch01
26
0%
-
-
oroscje01
26
0%
-
-
mulhote01
25
0%
-
-
niekrjo01
25
0%
-
-
suttodo01
25
0%
-
-
darwida01
25
0%
-
-
eckerde01
25
0%
-
-
morgami01
25
0%
-
-
perryga01
25
0%
-
-
reussje01
25
0%
-
-
maddugr01
24
0%
-
-
hawkila01
24
0%
-
-
martide01
24
0%
-
-
stantmi02
24
0%
-
-
wellsda01
24
0%
-
-
johnsra05
24
0%
-
-
blylebe01
24
0%
-
-
honeyri01
24
0%
-
-
clemero02
23
0%
-
-
candejo01
23
0%
-
-
tananfr01
23
0%
-
-
gossari01
23
0%
-
-
alexado01
23
0%
-
-
colonba01
23
0%
-
-
jacksed01
22
0%
-
-
smoltjo01
22
0%
-
-
seaveto01
22
0%
-
-
mesajo01
22
0%
-
-
rhodear01
22
0%
-
-
hernali01
22
0%
-
-
chenbr01
22
0%
-
-
glavito02
22
0%
-
-
gordoto01
22
0%
-
-
sadecra01
22
0%
-
-
garbege01
22
0%
-
-
oliveda02
22
0%
-
-
mcclubo01
21
0%
-
-
francjo01
21
0%
-
-
leiteal01
21
0%
-
-
sprinru01
21
0%
-
-
schilcu01
21
0%
-
-
batismi01
21
0%
-
-
torremi01
21
0%
-
-
rodnefe01
21
0%
-
-
wrighja01
21
0%
-
-
farnsky01
21
0%
-
-
millebo04
21
0%
-
-
timlimi01
21
0%
-
-
smithle02
21
0%
-
-
rogerke01
21
0%
-
-
merckke01
21
0%
-
-
reuscri01
21
0%
-
-
jacksgr01
30,314
96%
-
-
(Other)
year_ID
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mlb_ID
0.77
teamRpG
0.45
RpO_replacement
0.43
oppRpG_rep
0.31
salary
0.28
pyth_exponent_rep
0.22
BIP
-0.22
oppRpG
0.21
BIP_perc
-0.20
IPouts
-0.20
WAR_rep
-0.20
pyth_exponent
0.18
RA
-0.16
IPouts_start
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.39
lg_ID
0.03
stint_ID
0.03
MOST FREQUENT VALUES
2019
938
3.0%
2018
896
2.8%
2017
841
2.7%
2016
826
2.6%
2015
810
2.6%
2014
748
2.4%
2009
729
2.3%
2013
729
2.3%
2012
723
2.3%
2007
717
2.3%
2011
707
2.2%
2008
701
2.2%
2006
700
2.2%
2010
684
2.2%
2004
681
2.1%
SMALLEST VALUES
1960
257
0.8%
1961
282
0.9%
1962
331
1.0%
1963
319
1.0%
1964
337
1.1%
1965
320
1.0%
1966
345
1.1%
1967
343
1.1%
1968
306
1.0%
1969
404
1.3%
1970
403
1.3%
1971
361
1.1%
1972
367
1.2%
1973
362
1.1%
1974
365
1.2%
LARGEST VALUES
2019
938
3.0%
2018
896
2.8%
2017
841
2.7%
2016
826
2.6%
2015
810
2.6%
2014
748
2.4%
2013
729
2.3%
2012
723
2.3%
2011
707
2.2%
2010
684
2.2%
2009
729
2.3%
2008
701
2.2%
2007
717
2.3%
2006
700
2.2%
2005
653
2.1%
team_ID
MISSING:
---
TOP CATEGORIES
WAR
(avg)
CLE
1,223
4%
0.696
PHI
1,199
4%
0.597
CHC
1,198
4%
0.733
NYY
1,196
4%
0.873
PIT
1,182
4%
0.596
STL
1,176
4%
0.666
BOS
1,176
4%
0.815
DET
1,170
4%
0.626
NYM
1,159
4%
0.697
CHW
1,158
4%
0.824
CIN
1,155
4%
0.622
BAL
1,134
4%
0.669
ATL
1,105
3%
0.729
HOU
1,096
3%
0.673
MIN
1,091
3%
0.754
LAD
1,089
3%
0.957
SFG
1,087
3%
0.667
(Other)
12,116
38%
0.600
ALL
31,710
100%
0.672
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
team_ID
PROVIDES INFORMATION ON...
lg_ID
0.95
stint_ID
0.01

THESE FEATURES GIVE INFORMATION
ON team_ID:
lg_ID
0.19
stint_ID
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
CORRELATION RATIO WITH...
PPF
0.75
PPF_custom
0.54
RpO_replacement
0.44
year_ID
0.39
teamRpG
0.37
oppRpG_rep
0.34
mlb_ID
0.33
RS_def_total
0.27
pyth_exponent_rep
0.23
xRA_def_pitcher
0.20
oppRpG
0.18
pyth_exponent
0.16
salary
0.14
waa_win_perc_rep
0.10
stint_ID
MISSING:
---
TOP CATEGORIES
WAR
(avg)
1
29,129
92%
0.709
2
2,475
8%
0.262
3
102
0%
0.133
4
3
0%
0.360
5
1
0%
0.410
ALL
31,710
100%
0.672
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
stint_ID
PROVIDES INFORMATION ON...
team_ID
0.00
lg_ID
0.00

THESE FEATURES GIVE INFORMATION
ON stint_ID:
team_ID
0.01
lg_ID
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
CORRELATION RATIO WITH...
xRA
0.16
WAR_rep
0.15
RA
0.15
ER_lg
0.15
BIP_perc
0.15
IPouts
0.15
BIP
0.15
xRA_final
0.15
G
0.15
age
0.14
GS
0.12
IPouts_start
0.12
runs_above_rep
0.09
WAR
0.08
lg_ID
MISSING:
---
TOP CATEGORIES
WAR
(avg)
AL
15,868
50%
0.703
NL
15,842
50%
0.641
ALL
31,710
100%
0.672
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
lg_ID
PROVIDES INFORMATION ON...
team_ID
0.19
stint_ID
0.00

THESE FEATURES GIVE INFORMATION
ON lg_ID:
team_ID
0.95
stint_ID
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
lg_ID
CORRELATION RATIO WITH...
RpO_replacement
0.34
oppRpG_rep
0.26
teamRpG
0.26
pyth_exponent_rep
0.16
oppRpG
0.12
pyth_exponent
0.10
waa_win_perc_rep
0.09
xRA_def_pitcher
0.05
RS_def_total
0.05
WAR_rep
0.05
G
0.04
year_ID
0.03
ER_lg
0.03
runs_above_rep
0.03
G
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
IPouts_relief
0.80
WAR_rep
0.44
GR_leverage_index_avg
0.44
xRA
0.44
ER_lg
0.44
IPouts
0.43
BIP
0.41
BIP_perc
0.41
xRA_final
0.40
runs_above_rep
0.37
RA
0.36
xRA_sprp_adj
-0.36
WAR
0.35
waa_win_perc
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.15
team_ID
0.06
lg_ID
0.04
MOST FREQUENT VALUES
1
1,243
3.9%
2
1,056
3.3%
3
1,038
3.3%
4
1,000
3.2%
5
978
3.1%
33
923
2.9%
32
913
2.9%
6
880
2.8%
34
798
2.5%
7
789
2.5%
8
778
2.5%
31
716
2.3%
9
687
2.2%
10
682
2.2%
11
667
2.1%
SMALLEST VALUES
0
34
0.1%
1
1,243
3.9%
2
1,056
3.3%
3
1,038
3.3%
4
1,000
3.2%
5
978
3.1%
6
880
2.8%
7
789
2.5%
8
778
2.5%
9
687
2.2%
10
682
2.2%
11
667
2.1%
12
598
1.9%
13
578
1.8%
14
530
1.7%
LARGEST VALUES
106
1
0.0%
94
2
0.0%
92
2
0.0%
91
1
0.0%
90
3
0.0%
89
5
0.0%
88
5
0.0%
87
2
0.0%
86
6
0.0%
85
9
0.0%
84
11
0.0%
83
14
0.0%
82
11
0.0%
81
20
0.1%
80
27
0.1%
GS
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
IPouts_start
0.99
xRA_final
0.92
BIP_perc
0.92
BIP
0.92
IPouts
0.92
xRA
0.91
RA
0.91
ER_lg
0.91
WAR_rep
0.91
xRA_sprp_adj
0.84
waa_win_perc_rep
-0.66
runs_above_rep
0.59
WAR
0.56
IPouts_relief
-0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.12
team_ID
0.05
lg_ID
0.00
MOST FREQUENT VALUES
0
15,307
48.3%
1
1,777
5.6%
2
1,063
3.4%
3
847
2.7%
4
722
2.3%
33
639
2.0%
5
619
2.0%
32
616
1.9%
6
537
1.7%
7
506
1.6%
34
471
1.5%
8
471
1.5%
31
437
1.4%
9
419
1.3%
11
407
1.3%
SMALLEST VALUES
0
15,307
48.3%
1
1,777
5.6%
2
1,063
3.4%
3
847
2.7%
4
722
2.3%
5
619
2.0%
6
537
1.7%
7
506
1.6%
8
471
1.5%
9
419
1.3%
10
379
1.2%
11
407
1.3%
12
381
1.2%
13
328
1.0%
14
325
1.0%
LARGEST VALUES
49
1
0.0%
48
1
0.0%
45
1
0.0%
44
1
0.0%
43
2
0.0%
42
10
0.0%
41
22
0.1%
40
36
0.1%
39
52
0.2%
38
72
0.2%
37
106
0.3%
36
151
0.5%
35
291
0.9%
34
471
1.5%
33
639
2.0%
IPouts
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WAR_rep
0.99
BIP
0.99
xRA
0.99
BIP_perc
0.99
ER_lg
0.99
xRA_final
0.98
RA
0.94
IPouts_start
0.94
GS
0.92
runs_above_rep
0.72
WAR
0.69
xRA_sprp_adj
0.60
waa_win_perc_rep
-0.55
G
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.15
team_ID
0.08
lg_ID
0.00
MOST FREQUENT VALUES
3
468
1.5%
6
356
1.1%
12
266
0.8%
9
257
0.8%
18
221
0.7%
15
215
0.7%
21
191
0.6%
20
174
0.5%
7
171
0.5%
16
170
0.5%
10
169
0.5%
13
168
0.5%
27
160
0.5%
24
160
0.5%
11
159
0.5%
SMALLEST VALUES
0
74
0.2%
1
105
0.3%
2
102
0.3%
3
468
1.5%
4
124
0.4%
5
146
0.5%
6
356
1.1%
7
171
0.5%
8
147
0.5%
9
257
0.8%
10
169
0.5%
11
159
0.5%
12
266
0.8%
13
168
0.5%
14
154
0.5%
LARGEST VALUES
1130
1
0.0%
1128
1
0.0%
1078
1
0.0%
1039
1
0.0%
1032
1
0.0%
1028
1
0.0%
1026
1
0.0%
1008
1
0.0%
1007
1
0.0%
1003
1
0.0%
1002
1
0.0%
998
1
0.0%
991
1
0.0%
986
1
0.0%
985
1
0.0%
IPouts_start
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
GS
0.99
BIP
0.94
BIP_perc
0.94
IPouts
0.94
xRA_final
0.93
xRA
0.93
WAR_rep
0.93
ER_lg
0.92
RA
0.90
xRA_sprp_adj
0.83
waa_win_perc_rep
-0.65
runs_above_rep
0.65
WAR
0.62
IPouts_relief
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.12
team_ID
0.06
lg_ID
0.00
MOST FREQUENT VALUES
0.0
14,435
45.5%
12.0
381
1.2%
15.0
334
1.1%
13.0
198
0.6%
18.0
167
0.5%
14.0
162
0.5%
9.0
151
0.5%
16.0
117
0.4%
27.0
116
0.4%
21.0
109
0.3%
11.0
102
0.3%
10.0
98
0.3%
17.0
92
0.3%
6.0
92
0.3%
25.0
88
0.3%
SMALLEST VALUES
0.0
14,435
45.5%
1.0
7
0.0%
2.0
16
0.1%
3.0
26
0.1%
4.0
18
0.1%
5.0
27
0.1%
6.0
92
0.3%
7.0
71
0.2%
8.0
65
0.2%
9.0
151
0.5%
10.0
98
0.3%
11.0
102
0.3%
12.0
381
1.2%
13.0
198
0.6%
14.0
162
0.5%
LARGEST VALUES
1130.0
1
0.0%
1128.0
1
0.0%
1058.0
1
0.0%
1039.0
1
0.0%
1032.0
1
0.0%
1026.0
1
0.0%
1025.0
1
0.0%
1008.0
1
0.0%
1001.0
1
0.0%
996.0
1
0.0%
993.0
1
0.0%
987.0
2
0.0%
986.0
1
0.0%
985.0
1
0.0%
984.0
1
0.0%
IPouts_relief
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
G
0.80
xRA_sprp_adj
-0.77
waa_win_perc_rep
0.40
GS
-0.40
IPouts_start
-0.38
GR_leverage_index_avg
0.34
ERA_plus
0.25
oppRpG_rep
-0.23
waa_win_perc
0.14
oppRpG
-0.14
age
0.14
RA
-0.10
mlb_ID
-0.08
runs_above_avg_adj
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.08
team_ID
0.04
lg_ID
0.01
MOST FREQUENT VALUES
0.0
5,176
16.3%
3.0
1,057
3.3%
6.0
1,033
3.3%
9.0
583
1.8%
12.0
469
1.5%
5.0
435
1.4%
15.0
397
1.3%
4.0
372
1.2%
18.0
356
1.1%
8.0
338
1.1%
10.0
338
1.1%
7.0
336
1.1%
11.0
311
1.0%
13.0
306
1.0%
2.0
305
1.0%
SMALLEST VALUES
-15.0
1
0.0%
-13.0
1
0.0%
-9.0
1
0.0%
0.0
5,176
16.3%
1.0
287
0.9%
2.0
305
1.0%
3.0
1,057
3.3%
4.0
372
1.2%
5.0
435
1.4%
6.0
1,033
3.3%
7.0
336
1.1%
8.0
338
1.1%
9.0
583
1.8%
10.0
338
1.1%
11.0
311
1.0%
LARGEST VALUES
625.0
1
0.0%
537.0
1
0.0%
503.0
1
0.0%
496.0
1
0.0%
471.0
1
0.0%
453.0
1
0.0%
450.0
1
0.0%
440.0
1
0.0%
435.0
2
0.0%
434.0
1
0.0%
429.0
1
0.0%
428.0
2
0.0%
425.0
1
0.0%
421.0
1
0.0%
420.0
1
0.0%
RA
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BIP
0.95
xRA_final
0.95
BIP_perc
0.95
ER_lg
0.95
xRA
0.95
IPouts
0.94
WAR_rep
0.94
GS
0.91
IPouts_start
0.90
xRA_sprp_adj
0.63
waa_win_perc_rep
-0.55
runs_above_rep
0.48
WAR
0.44
G
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.15
team_ID
0.07
lg_ID
0.02
MOST FREQUENT VALUES
4
852
2.7%
5
812
2.6%
6
792
2.5%
0
783
2.5%
3
767
2.4%
7
764
2.4%
2
738
2.3%
8
725
2.3%
9
722
2.3%
11
674
2.1%
1
631
2.0%
10
628
2.0%
14
619
2.0%
15
598
1.9%
12
590
1.9%
SMALLEST VALUES
0
783
2.5%
1
631
2.0%
2
738
2.3%
3
767
2.4%
4
852
2.7%
5
812
2.6%
6
792
2.5%
7
764
2.4%
8
725
2.3%
9
722
2.3%
10
628
2.0%
11
674
2.1%
12
590
1.9%
13
589
1.9%
14
619
2.0%
LARGEST VALUES
166
2
0.0%
160
3
0.0%
159
1
0.0%
155
2
0.0%
152
1
0.0%
151
1
0.0%
150
3
0.0%
148
1
0.0%
146
3
0.0%
145
1
0.0%
144
3
0.0%
143
9
0.0%
142
1
0.0%
141
5
0.0%
140
2
0.0%
xRA
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ER_lg
1.00
xRA_final
0.99
IPouts
0.99
WAR_rep
0.99
BIP
0.98
BIP_perc
0.98
RA
0.95
IPouts_start
0.93
GS
0.91
runs_above_rep
0.73
WAR
0.69
xRA_sprp_adj
0.61
waa_win_perc_rep
-0.55
G
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.16
team_ID
0.07
lg_ID
0.02
MOST FREQUENT VALUES
0.15
37
0.1%
0.0
34
0.1%
2.536
8
0.0%
0.45799999999999996
8
0.0%
3.096
8
0.0%
0.439
8
0.0%
0.51
7
0.0%
0.78
7
0.0%
0.515
7
0.0%
2.1109999999999998
7
0.0%
0.541
7
0.0%
0.951
6
0.0%
0.486
6
0.0%
0.5489999999999999
6
0.0%
1.328
6
0.0%
SMALLEST VALUES
0.0
34
0.1%
0.115
1
0.0%
0.127
1
0.0%
0.135
2
0.0%
0.136
2
0.0%
0.13699999999999998
1
0.0%
0.138
1
0.0%
0.139
1
0.0%
0.141
1
0.0%
0.142
3
0.0%
0.145
1
0.0%
0.15
37
0.1%
0.151
3
0.0%
0.152
3
0.0%
0.153
3
0.0%
LARGEST VALUES
173.89
1
0.0%
164.89
1
0.0%
164.497
1
0.0%
163.69
1
0.0%
162.503
1
0.0%
161.791
1
0.0%
159.457
1
0.0%
159.145
1
0.0%
158.36700000000002
1
0.0%
156.577
1
0.0%
156.049
1
0.0%
155.781
1
0.0%
155.39700000000002
1
0.0%
154.578
1
0.0%
154.186
1
0.0%
xRA_sprp_adj
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
GS
0.84
IPouts_start
0.83
IPouts_relief
-0.77
xRA_final
0.64
waa_win_perc_rep
-0.64
RA
0.63
BIP_perc
0.62
ER_lg
0.62
xRA
0.61
BIP
0.61
IPouts
0.60
WAR_rep
0.59
runs_above_rep
0.40
WAR
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.03
team_ID
0.02
lg_ID
0.00
MOST FREQUENT VALUES
0.0
81
0.3%
-0.036000000000000004
58
0.2%
-0.038
47
0.1%
-0.04
46
0.1%
-0.034
44
0.1%
-0.037000000000000005
43
0.1%
-0.043
42
0.1%
-0.033
40
0.1%
-0.035
39
0.1%
-0.040999999999999995
37
0.1%
-0.039
35
0.1%
-0.081
32
0.1%
-0.078
31
0.1%
-0.044000000000000004
31
0.1%
-0.084
31
0.1%
SMALLEST VALUES
-7.695
1
0.0%
-6.751
1
0.0%
-6.205
1
0.0%
-6.2010000000000005
1
0.0%
-6.193
1
0.0%
-6.185
1
0.0%
-6.13
1
0.0%
-5.947
1
0.0%
-5.935
1
0.0%
-5.922000000000001
1
0.0%
-5.705
1
0.0%
-5.672000000000001
1
0.0%
-5.657
1
0.0%
-5.621
1
0.0%
-5.587000000000001
1
0.0%
LARGEST VALUES
5.904
1
0.0%
5.819
1
0.0%
5.699
1
0.0%
5.614
1
0.0%
5.6
1
0.0%
5.59
1
0.0%
5.523
1
0.0%
5.5120000000000005
1
0.0%
5.442
1
0.0%
5.425
1
0.0%
5.422999999999999
1
0.0%
5.422000000000001
1
0.0%
5.4110000000000005
1
0.0%
5.388999999999999
1
0.0%
5.375
1
0.0%
xRA_def_pitcher
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
RS_def_total
0.72
ERA_plus
0.06
PPF
-0.06
xRA
0.06
IPouts
0.06
IPouts_start
0.05
BIP_perc
0.05
ER_lg
0.05
runs_above_avg
-0.05
WAR_rep
0.05
GS
0.04
BIP
0.04
xRA_sprp_adj
0.04
WAA
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.20
lg_ID
0.05
stint_ID
0.01
MOST FREQUENT VALUES
0.0
133
0.4%
0.015
49
0.2%
-0.005
46
0.1%
0.006999999999999999
43
0.1%
0.038
43
0.1%
0.008
41
0.1%
0.006
41
0.1%
0.023
40
0.1%
-0.003
40
0.1%
0.013999999999999999
38
0.1%
0.004
38
0.1%
-0.004
37
0.1%
-0.012
36
0.1%
0.03
36
0.1%
-0.02
35
0.1%
SMALLEST VALUES
-28.421
1
0.0%
-22.491999999999997
1
0.0%
-21.537
1
0.0%
-19.516
1
0.0%
-19.437
1
0.0%
-19.338
1
0.0%
-18.086
1
0.0%
-18.073
1
0.0%
-17.714000000000002
1
0.0%
-17.633
1
0.0%
-17.597
1
0.0%
-17.502
1
0.0%
-17.456
1
0.0%
-17.317
1
0.0%
-17.192
1
0.0%
LARGEST VALUES
22.951999999999998
1
0.0%
22.845
1
0.0%
22.215999999999998
1
0.0%
21.953000000000003
1
0.0%
21.029
1
0.0%
20.163
1
0.0%
19.413
1
0.0%
19.139
1
0.0%
18.869
1
0.0%
18.087
1
0.0%
17.74
1
0.0%
17.707
1
0.0%
17.672
1
0.0%
17.56
1
0.0%
17.523
1
0.0%
PPF
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PPF_custom
0.71
RS_def_total
-0.06
xRA_def_pitcher
-0.06
WAA
0.05
runs_above_avg_adj
0.05
runs_above_avg
0.05
xRA_final
0.04
ER_lg
0.04
WAR
0.03
runs_above_rep
0.03
RA
0.03
waa_win_perc
0.02
WAA_adj
0.02
oppRpG
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.75
stint_ID
0.01
lg_ID
0.01
MOST FREQUENT VALUES
100
2,859
9.0%
101
2,813
8.9%
99
2,791
8.8%
97
2,780
8.8%
102
2,762
8.7%
98
2,529
8.0%
103
2,434
7.7%
96
1,879
5.9%
95
1,858
5.9%
104
1,857
5.9%
105
1,252
3.9%
94
1,065
3.4%
93
692
2.2%
106
689
2.2%
92
629
2.0%
SMALLEST VALUES
88
32
0.1%
89
23
0.1%
90
121
0.4%
91
457
1.4%
92
629
2.0%
93
692
2.2%
94
1,065
3.4%
95
1,858
5.9%
96
1,879
5.9%
97
2,780
8.8%
98
2,529
8.0%
99
2,791
8.8%
100
2,859
9.0%
101
2,813
8.9%
102
2,762
8.7%
LARGEST VALUES
128
20
0.1%
127
18
0.1%
125
25
0.1%
123
44
0.1%
122
45
0.1%
119
52
0.2%
118
104
0.3%
117
48
0.2%
116
117
0.4%
115
23
0.1%
114
65
0.2%
113
27
0.1%
112
148
0.5%
111
154
0.5%
110
132
0.4%
PPF_custom
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PPF
0.71
pyth_exponent_rep
0.40
waa_win_perc_rep
0.35
pyth_exponent
0.29
oppRpG_rep
0.15
waa_win_perc
0.12
oppRpG
0.09
RS_def_total
-0.05
xRA_def_pitcher
-0.04
GR_leverage_index_avg
-0.03
IPouts_start
-0.03
WAA
0.03
runs_above_avg_adj
0.03
age
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.54
stint_ID
0.03
lg_ID
0.02
MOST FREQUENT VALUES
102.0
248
0.8%
104.0
218
0.7%
100.0
213
0.7%
96.0
197
0.6%
98.0
183
0.6%
94.0
183
0.6%
106.0
181
0.6%
108.0
135
0.4%
92.0
115
0.4%
90.0
98
0.3%
110.0
80
0.3%
88.0
58
0.2%
112.0
43
0.1%
99.0
41
0.1%
114.0
36
0.1%
SMALLEST VALUES
0.0
35
0.1%
76.0
1
0.0%
78.0
1
0.0%
79.156
1
0.0%
80.0
6
0.0%
81.294
1
0.0%
82.0
20
0.1%
82.229
1
0.0%
82.556
1
0.0%
82.73899999999999
1
0.0%
83.03399999999999
1
0.0%
84.0
29
0.1%
84.01700000000001
1
0.0%
84.171
1
0.0%
84.417
1
0.0%
LARGEST VALUES
150.0
5
0.0%
146.0
3
0.0%
144.0
4
0.0%
143.714
1
0.0%
142.889
1
0.0%
138.85299999999998
1
0.0%
138.75
1
0.0%
138.559
1
0.0%
138.0
3
0.0%
137.985
1
0.0%
136.058
1
0.0%
136.0
3
0.0%
135.895
1
0.0%
134.571
1
0.0%
134.465
1
0.0%
xRA_final
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ER_lg
1.00
xRA
0.99
IPouts
0.98
WAR_rep
0.98
BIP
0.98
BIP_perc
0.98
RA
0.95
IPouts_start
0.93
GS
0.92
runs_above_rep
0.73
WAR
0.69
xRA_sprp_adj
0.64
waa_win_perc_rep
-0.57
G
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.15
team_ID
0.06
lg_ID
0.02
MOST FREQUENT VALUES
0.0
74
0.2%
1.855
8
0.0%
0.455
7
0.0%
0.48
7
0.0%
0.429
7
0.0%
0.46799999999999997
7
0.0%
2.365
6
0.0%
0.441
6
0.0%
0.52
6
0.0%
0.47100000000000003
6
0.0%
1.871
6
0.0%
1.911
6
0.0%
3.909
6
0.0%
0.44
5
0.0%
2.3680000000000003
5
0.0%
SMALLEST VALUES
0.0
74
0.2%
0.096
1
0.0%
0.105
2
0.0%
0.11699999999999999
2
0.0%
0.11900000000000001
1
0.0%
0.121
1
0.0%
0.122
2
0.0%
0.12300000000000001
2
0.0%
0.124
1
0.0%
0.125
1
0.0%
0.13
3
0.0%
0.132
1
0.0%
0.133
1
0.0%
0.136
1
0.0%
0.138
4
0.0%
LARGEST VALUES
222.543
1
0.0%
205.545
1
0.0%
201.729
1
0.0%
189.778
1
0.0%
185.533
1
0.0%
184.946
1
0.0%
179.877
1
0.0%
174.11
1
0.0%
173.58900000000003
1
0.0%
172.771
1
0.0%
169.748
1
0.0%
169.19799999999998
1
0.0%
168.805
1
0.0%
168.274
1
0.0%
167.641
1
0.0%
BIP
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BIP_perc
0.99
IPouts
0.99
WAR_rep
0.99
xRA
0.98
ER_lg
0.98
xRA_final
0.98
RA
0.95
IPouts_start
0.94
GS
0.92
runs_above_rep
0.67
WAR
0.64
xRA_sprp_adj
0.61
waa_win_perc_rep
-0.56
G
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.15
team_ID
0.08
lg_ID
0.01
MOST FREQUENT VALUES
4
206
0.6%
3
205
0.6%
16
197
0.6%
10
196
0.6%
15
190
0.6%
6
189
0.6%
8
185
0.6%
13
183
0.6%
5
179
0.6%
18
177
0.6%
17
176
0.6%
14
175
0.6%
11
175
0.6%
20
172
0.5%
12
172
0.5%
SMALLEST VALUES
0
59
0.2%
1
74
0.2%
2
134
0.4%
3
205
0.6%
4
206
0.6%
5
179
0.6%
6
189
0.6%
7
166
0.5%
8
185
0.6%
9
169
0.5%
10
196
0.6%
11
175
0.6%
12
172
0.5%
13
183
0.6%
14
175
0.6%
LARGEST VALUES
1216
1
0.0%
1195
1
0.0%
1102
1
0.0%
1093
1
0.0%
1074
1
0.0%
1044
1
0.0%
1040
2
0.0%
1031
1
0.0%
1026
1
0.0%
1023
3
0.0%
1022
1
0.0%
1020
1
0.0%
1017
1
0.0%
1015
1
0.0%
1012
1
0.0%
BIP_perc
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BIP
0.99
IPouts
0.99
WAR_rep
0.98
xRA
0.98
ER_lg
0.98
xRA_final
0.98
RA
0.95
IPouts_start
0.94
GS
0.92
runs_above_rep
0.67
WAR
0.64
xRA_sprp_adj
0.62
waa_win_perc_rep
-0.56
G
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.15
team_ID
0.08
lg_ID
0.00
MOST FREQUENT VALUES
0.0009
155
0.5%
0.0007
144
0.5%
0.0013
114
0.4%
0.0011
108
0.3%
0.0027
94
0.3%
0.0042
94
0.3%
0.0032
94
0.3%
0.0022
92
0.3%
0.0036
92
0.3%
0.0058
90
0.3%
0.0023
90
0.3%
0.0051
89
0.3%
0.0019
88
0.3%
0.0034
86
0.3%
0.0021
86
0.3%
SMALLEST VALUES
0.0
59
0.2%
0.0002
72
0.2%
0.0003
2
0.0%
0.0004
80
0.3%
0.0005
54
0.2%
0.0006
55
0.2%
0.0007
144
0.5%
0.0008
26
0.1%
0.0009
155
0.5%
0.001
45
0.1%
0.0011
108
0.3%
0.0012
61
0.2%
0.0013
114
0.4%
0.0014
56
0.2%
0.0015
81
0.3%
LARGEST VALUES
0.2791
1
0.0%
0.2555
1
0.0%
0.2431
1
0.0%
0.2365
1
0.0%
0.2314
1
0.0%
0.2288
1
0.0%
0.2275
1
0.0%
0.2264
1
0.0%
0.2254
1
0.0%
0.2251
1
0.0%
0.2232
1
0.0%
0.2231
1
0.0%
0.2213
1
0.0%
0.2201
1
0.0%
0.2197
1
0.0%
RS_def_total
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
xRA_def_pitcher
0.72
ERA_plus
0.08
PPF
-0.06
PPF_custom
-0.05
salary
0.04
xRA_final
-0.04
mlb_ID
0.03
teamRpG
0.03
year_ID
0.03
runs_above_avg
-0.03
RA
-0.03
WAA_adj
-0.03
age
0.03
oppRpG_rep
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.27
lg_ID
0.05
stint_ID
0.01
MOST FREQUENT VALUES
8.0
165
0.5%
16.0
159
0.5%
7.0
153
0.5%
-4.0
139
0.4%
5.0
137
0.4%
23.0
137
0.4%
-1.0
134
0.4%
21.0
133
0.4%
6.0
131
0.4%
-16.0
126
0.4%
2.0
124
0.4%
22.0
122
0.4%
-9.0
121
0.4%
-1.5
119
0.4%
27.0
118
0.4%
SMALLEST VALUES
-138.5
14
0.0%
-138.3
22
0.1%
-130.4
44
0.1%
-115.2
22
0.1%
-114.8
13
0.0%
-108.6
28
0.1%
-108.4
16
0.1%
-108.2
27
0.1%
-108.0
31
0.1%
-106.6
17
0.1%
-102.7
14
0.0%
-102.6
23
0.1%
-101.3
25
0.1%
-99.0
22
0.1%
-97.6
20
0.1%
LARGEST VALUES
135.0
30
0.1%
121.0
26
0.1%
118.8
12
0.0%
114.1
14
0.0%
108.0
27
0.1%
107.1
15
0.0%
105.4
16
0.1%
104.1
15
0.0%
101.0
30
0.1%
98.5
15
0.0%
98.3
36
0.1%
96.3
13
0.0%
95.7
17
0.1%
95.2
14
0.0%
94.5
17
0.1%
runs_above_avg
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
runs_above_avg_adj
1.00
WAA
0.99
WAR
0.92
runs_above_rep
0.91
waa_win_perc
0.66
oppRpG
-0.52
ERA_plus
0.45
xRA_final
0.39
ER_lg
0.39
xRA
0.39
IPouts
0.38
WAR_rep
0.38
IPouts_start
0.33
BIP_perc
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.09
stint_ID
0.03
lg_ID
0.01
MOST FREQUENT VALUES
0.0
75
0.2%
0.475
9
0.0%
0.496
9
0.0%
-1.3780000000000001
8
0.0%
0.43700000000000006
8
0.0%
-1.089
8
0.0%
-0.364
8
0.0%
1.026
8
0.0%
-0.20800000000000002
8
0.0%
0.455
8
0.0%
0.293
7
0.0%
-2.715
7
0.0%
-4.277
7
0.0%
-1.88
7
0.0%
0.273
7
0.0%
SMALLEST VALUES
-57.027
1
0.0%
-48.129
1
0.0%
-43.678000000000004
1
0.0%
-42.977
1
0.0%
-40.958
1
0.0%
-40.334
1
0.0%
-40.097
1
0.0%
-39.474000000000004
1
0.0%
-38.573
1
0.0%
-38.562
1
0.0%
-37.736999999999995
1
0.0%
-37.586
1
0.0%
-37.561
1
0.0%
-37.501999999999995
1
0.0%
-37.248000000000005
1
0.0%
LARGEST VALUES
93.6
1
0.0%
86.84700000000001
1
0.0%
77.66199999999999
1
0.0%
74.749
1
0.0%
74.53399999999999
1
0.0%
73.97
1
0.0%
73.668
1
0.0%
72.441
1
0.0%
71.242
1
0.0%
67.357
1
0.0%
66.533
1
0.0%
66.444
1
0.0%
66.033
1
0.0%
65.883
1
0.0%
65.875
1
0.0%
runs_above_avg_adj
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
runs_above_avg
1.00
WAA
1.00
WAR
0.92
runs_above_rep
0.91
waa_win_perc
0.66
oppRpG
-0.52
ERA_plus
0.45
ER_lg
0.38
xRA_final
0.38
xRA
0.38
IPouts
0.37
WAR_rep
0.37
IPouts_start
0.32
BIP_perc
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.08
stint_ID
0.02
lg_ID
0.00
MOST FREQUENT VALUES
0.0
77
0.2%
0.39899999999999997
8
0.0%
-0.282
8
0.0%
0.568
8
0.0%
0.85
8
0.0%
-1.2209999999999999
8
0.0%
-0.418
8
0.0%
-2.883
8
0.0%
-2.039
8
0.0%
0.363
8
0.0%
0.5770000000000001
7
0.0%
-1.9680000000000002
7
0.0%
-2.805
7
0.0%
0.145
7
0.0%
-3.3489999999999998
7
0.0%
SMALLEST VALUES
-57.085
1
0.0%
-48.086000000000006
1
0.0%
-44.196999999999996
1
0.0%
-44.187
1
0.0%
-43.036
1
0.0%
-40.760999999999996
1
0.0%
-40.05
1
0.0%
-38.673
1
0.0%
-38.51
1
0.0%
-38.404
1
0.0%
-38.028
1
0.0%
-37.954
1
0.0%
-37.8
1
0.0%
-37.650999999999996
1
0.0%
-37.615
1
0.0%
LARGEST VALUES
91.96799999999999
1
0.0%
85.51
1
0.0%
75.779
1
0.0%
74.562
1
0.0%
73.327
1
0.0%
73.214
1
0.0%
72.233
1
0.0%
70.471
1
0.0%
69.525
1
0.0%
69.192
1
0.0%
68.064
1
0.0%
66.973
1
0.0%
66.49
1
0.0%
65.692
1
0.0%
64.445
1
0.0%
runs_above_rep
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WAR
0.99
runs_above_avg
0.91
WAA
0.91
runs_above_avg_adj
0.91
ER_lg
0.73
xRA_final
0.73
xRA
0.73
WAR_rep
0.72
IPouts
0.72
BIP_perc
0.67
BIP
0.67
IPouts_start
0.65
waa_win_perc
0.65
GS
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.09
team_ID
0.08
lg_ID
0.03
MOST FREQUENT VALUES
0.0
76
0.2%
0.556
8
0.0%
-0.287
8
0.0%
0.541
8
0.0%
-1.083
8
0.0%
-1.4669999999999999
7
0.0%
0.516
7
0.0%
2.272
7
0.0%
1.065
7
0.0%
0.19399999999999998
7
0.0%
0.256
7
0.0%
-3.673
7
0.0%
-0.28800000000000003
7
0.0%
-0.5529999999999999
7
0.0%
-0.8859999999999999
7
0.0%
SMALLEST VALUES
-49.791000000000004
1
0.0%
-41.644
1
0.0%
-35.371
1
0.0%
-33.641999999999996
1
0.0%
-32.945
1
0.0%
-30.12
1
0.0%
-29.985
1
0.0%
-29.294
1
0.0%
-28.873
1
0.0%
-28.429000000000002
1
0.0%
-27.985
1
0.0%
-27.315
1
0.0%
-27.160999999999998
1
0.0%
-27.090999999999998
1
0.0%
-26.665
1
0.0%
LARGEST VALUES
120.24
1
0.0%
117.09
1
0.0%
101.257
1
0.0%
101.051
1
0.0%
99.935
1
0.0%
99.73899999999999
1
0.0%
97.304
1
0.0%
95.929
1
0.0%
94.715
1
0.0%
93.67
1
0.0%
93.522
1
0.0%
92.444
1
0.0%
91.34200000000001
1
0.0%
90.514
1
0.0%
89.87200000000001
1
0.0%
RpO_replacement
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teamRpG
0.99
oppRpG_rep
0.84
pyth_exponent_rep
0.58
oppRpG
0.45
year_ID
0.43
pyth_exponent
0.41
mlb_ID
0.11
IPouts
-0.11
BIP_perc
-0.10
BIP
-0.10
salary
0.10
IPouts_start
-0.09
WAR_rep
-0.08
GS
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.44
lg_ID
0.34
stint_ID
0.03
MOST FREQUENT VALUES
0.2
1,570
5.0%
0.198
1,306
4.1%
0.204
1,128
3.6%
0.18100000000000002
1,101
3.5%
0.184
1,031
3.3%
0.19899999999999998
1,029
3.2%
0.20199999999999999
995
3.1%
0.18
944
3.0%
0.191
914
2.9%
0.201
910
2.9%
0.171
892
2.8%
0.192
839
2.6%
0.221
807
2.5%
0.179
797
2.5%
0.17
737
2.3%
SMALLEST VALUES
0.15
306
1.0%
0.154
187
0.6%
0.161
167
0.5%
0.16699999999999998
218
0.7%
0.17
737
2.3%
0.171
892
2.8%
0.172
181
0.6%
0.174
179
0.6%
0.175
537
1.7%
0.17600000000000002
705
2.2%
0.177
354
1.1%
0.179
797
2.5%
0.18
944
3.0%
0.18100000000000002
1,101
3.5%
0.182
353
1.1%
LARGEST VALUES
0.242
310
1.0%
0.239
313
1.0%
0.23800000000000002
313
1.0%
0.23600000000000002
251
0.8%
0.22899999999999998
311
1.0%
0.226
287
0.9%
0.225
320
1.0%
0.223
298
0.9%
0.221
807
2.5%
0.22
315
1.0%
0.21899999999999997
653
2.1%
0.218
566
1.8%
0.217
304
1.0%
0.21600000000000003
328
1.0%
0.215
340
1.1%
GR_leverage_index_avg
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
G
0.44
IPouts_relief
0.34
runs_above_rep
0.25
WAR_rep
0.25
WAR
0.24
IPouts
0.24
xRA
0.23
ER_lg
0.23
ERA_plus
0.22
BIP
0.22
BIP_perc
0.22
xRA_final
0.22
oppRpG
-0.20
runs_above_avg
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.06
stint_ID
0.01
lg_ID
0.01
MOST FREQUENT VALUES
1.0
6,140
19.4%
0.0
445
1.4%
0.01
146
0.5%
0.02
132
0.4%
0.03
93
0.3%
0.05
85
0.3%
0.04
79
0.2%
0.07
69
0.2%
0.11
62
0.2%
0.12
59
0.2%
0.43
59
0.2%
0.09
57
0.2%
0.06
56
0.2%
0.1
48
0.2%
0.25
47
0.1%
SMALLEST VALUES
0.0
445
1.4%
0.0025
1
0.0%
0.0033
5
0.0%
0.005
14
0.0%
0.0067
7
0.0%
0.0075
2
0.0%
0.01
146
0.5%
0.0125
1
0.0%
0.0133
4
0.0%
0.015
26
0.1%
0.0157
1
0.0%
0.0167
6
0.0%
0.018000000000000002
3
0.0%
0.02
132
0.4%
0.0225
5
0.0%
LARGEST VALUES
10.72
1
0.0%
9.06
1
0.0%
7.38
1
0.0%
7.34
1
0.0%
7.11
1
0.0%
7.1
1
0.0%
6.86
1
0.0%
6.82
1
0.0%
6.4
1
0.0%
6.02
1
0.0%
5.87
1
0.0%
5.82
1
0.0%
5.77
1
0.0%
5.75
1
0.0%
5.57
2
0.0%
salary
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
year_ID
0.28
age
0.28
ER_lg
0.26
xRA_final
0.25
xRA
0.25
xRA_sprp_adj
0.24
GS
0.24
IPouts_start
0.23
IPouts
0.22
WAR_rep
0.22
BIP_perc
0.22
runs_above_rep
0.22
RA
0.22
WAR
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.14
stint_ID
0.08
lg_ID
0.01
MOST FREQUENT VALUES
0.0
16,167
51.0%
109000.0
327
1.0%
200000.0
257
0.8%
400000.0
223
0.7%
100000.0
182
0.6%
500000.0
177
0.6%
300000.0
176
0.6%
1000000.0
176
0.6%
150000.0
155
0.5%
2000000.0
149
0.5%
3000000.0
138
0.4%
1500000.0
132
0.4%
750000.0
128
0.4%
4000000.0
122
0.4%
900000.0
107
0.3%
SMALLEST VALUES
0.0
16,167
51.0%
600.0
1
0.0%
1500.0
1
0.0%
3000.0
3
0.0%
3300.0
1
0.0%
3600.0
3
0.0%
3900.0
1
0.0%
4200.0
5
0.0%
4500.0
2
0.0%
4800.0
7
0.0%
5000.0
1
0.0%
5100.0
5
0.0%
5400.0
7
0.0%
5700.0
1
0.0%
6000.0
22
0.1%
LARGEST VALUES
38333333.0
1
0.0%
37505562.0
1
0.0%
35571429.0
2
0.0%
34571429.0
1
0.0%
34500000.0
1
0.0%
34000000.0
3
0.0%
32571429.0
1
0.0%
31000000.0
2
0.0%
30000000.0
4
0.0%
28000000.0
5
0.0%
27858000.0
1
0.0%
27500000.0
2
0.0%
26857000.0
2
0.0%
26000000.0
1
0.0%
25857000.0
1
0.0%
teamRpG
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
RpO_replacement
0.99
oppRpG_rep
0.84
pyth_exponent_rep
0.58
oppRpG
0.46
year_ID
0.45
pyth_exponent
0.42
IPouts
-0.11
mlb_ID
0.11
BIP_perc
-0.11
BIP
-0.10
salary
0.10
WAR_rep
-0.09
IPouts_start
-0.09
GS
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.37
lg_ID
0.26
stint_ID
0.03
MOST FREQUENT VALUES
4.32337
702
2.2%
4.95606
486
1.5%
4.72014
452
1.4%
4.57865
450
1.4%
4.6954
445
1.4%
4.5001
419
1.3%
4.22222
410
1.3%
4.50306
407
1.3%
4.303999999999999
400
1.3%
4.661230000000001
396
1.2%
4.778519999999999
396
1.2%
4.13265
396
1.2%
4.50898
389
1.2%
4.28947
386
1.2%
4.86675
379
1.2%
SMALLEST VALUES
3.40823
160
0.5%
3.4085
146
0.5%
3.46795
187
0.6%
3.67965
167
0.5%
3.8082300000000004
146
0.5%
3.8235699999999997
176
0.6%
3.85934
213
0.7%
3.8623
218
0.7%
3.87468
180
0.6%
3.8773699999999995
180
0.6%
3.87817
176
0.6%
3.8830199999999997
168
0.5%
3.8999599999999996
181
0.6%
3.92041
227
0.7%
3.9392400000000003
163
0.5%
LARGEST VALUES
5.39802
310
1.0%
5.31786
313
1.0%
5.29365
313
1.0%
5.2498
251
0.8%
5.10078
311
1.0%
5.05048
363
1.1%
5.04133
287
0.9%
5.01201
320
1.0%
4.97381
328
1.0%
4.96224
298
0.9%
4.95606
486
1.5%
4.934
245
0.8%
4.92028
321
1.0%
4.9038699999999995
315
1.0%
4.88558
290
0.9%
oppRpG
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pyth_exponent
0.73
waa_win_perc
-0.72
runs_above_avg
-0.52
runs_above_avg_adj
-0.52
runs_above_rep
-0.51
WAR
-0.51
WAA
-0.50
teamRpG
0.46
RpO_replacement
0.45
pyth_exponent_rep
0.38
oppRpG_rep
0.38
ERA_plus
-0.38
IPouts
-0.33
WAR_rep
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.18
lg_ID
0.12
stint_ID
0.00
MOST FREQUENT VALUES
0.0
74
0.2%
1.0
5
0.0%
4.76388
4
0.0%
4.78852
4
0.0%
4.6428400000000005
4
0.0%
4.38002
4
0.0%
4.15854
4
0.0%
4.0080599999999995
3
0.0%
4.31445
3
0.0%
4.310230000000001
3
0.0%
4.41821
3
0.0%
4.82095
3
0.0%
4.33981
3
0.0%
4.84406
3
0.0%
4.554869999999999
3
0.0%
SMALLEST VALUES
0.0
74
0.2%
1.0
5
0.0%
1.14174
1
0.0%
1.14409
1
0.0%
1.50324
1
0.0%
1.56925
1
0.0%
1.59184
1
0.0%
1.5985200000000002
1
0.0%
1.6856200000000001
1
0.0%
1.73773
1
0.0%
1.73797
1
0.0%
1.7946900000000001
1
0.0%
1.85035
1
0.0%
1.8628799999999999
1
0.0%
1.8677400000000002
1
0.0%
LARGEST VALUES
15.74886
1
0.0%
14.29023
1
0.0%
13.37987
1
0.0%
12.90686
1
0.0%
12.74028
1
0.0%
12.3738
1
0.0%
12.32286
1
0.0%
12.1622
1
0.0%
12.114
1
0.0%
12.09233
1
0.0%
11.76127
1
0.0%
11.68859
1
0.0%
11.59875
1
0.0%
11.507019999999999
1
0.0%
11.45552
1
0.0%
pyth_exponent
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oppRpG
0.73
pyth_exponent_rep
0.68
oppRpG_rep
0.52
teamRpG
0.42
RpO_replacement
0.41
waa_win_perc_rep
0.38
PPF_custom
0.29
runs_above_avg
-0.25
runs_above_avg_adj
-0.25
WAA
-0.24
WAR
-0.24
runs_above_rep
-0.23
year_ID
0.18
IPouts
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.16
lg_ID
0.10
stint_ID
0.03
MOST FREQUENT VALUES
1.889
244
0.8%
1.8840000000000001
244
0.8%
1.883
244
0.8%
1.881
237
0.7%
1.885
232
0.7%
1.868
232
0.7%
1.8869999999999998
231
0.7%
1.886
230
0.7%
1.8880000000000001
230
0.7%
1.89
230
0.7%
1.8940000000000001
228
0.7%
1.879
227
0.7%
1.88
227
0.7%
1.896
224
0.7%
1.8780000000000001
222
0.7%
SMALLEST VALUES
0.0
74
0.2%
1.589
2
0.0%
1.59
1
0.0%
1.601
1
0.0%
1.6019999999999999
1
0.0%
1.615
1
0.0%
1.62
2
0.0%
1.6280000000000001
1
0.0%
1.6340000000000001
1
0.0%
1.636
1
0.0%
1.6380000000000001
1
0.0%
1.639
2
0.0%
1.64
2
0.0%
1.645
1
0.0%
1.646
1
0.0%
LARGEST VALUES
2.363
1
0.0%
2.313
1
0.0%
2.275
1
0.0%
2.267
1
0.0%
2.266
1
0.0%
2.265
2
0.0%
2.247
1
0.0%
2.235
1
0.0%
2.225
1
0.0%
2.222
1
0.0%
2.22
1
0.0%
2.215
1
0.0%
2.213
2
0.0%
2.208
1
0.0%
2.19
2
0.0%
waa_win_perc
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oppRpG
-0.72
runs_above_avg
0.66
runs_above_avg_adj
0.66
runs_above_rep
0.65
WAA
0.64
WAR
0.63
ERA_plus
0.50
ER_lg
0.37
xRA
0.37
xRA_final
0.37
IPouts
0.36
WAR_rep
0.36
BIP_perc
0.33
BIP
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.06
stint_ID
0.02
lg_ID
0.01
MOST FREQUENT VALUES
0.0
74
0.2%
0.5001
49
0.2%
0.5026
48
0.2%
0.5006
47
0.1%
0.5071
47
0.1%
0.5024
46
0.1%
0.5012
46
0.1%
0.5068
46
0.1%
0.5034
46
0.1%
0.5053
45
0.1%
0.5045
45
0.1%
0.5039
45
0.1%
0.4972
45
0.1%
0.4914
44
0.1%
0.5122
44
0.1%
SMALLEST VALUES
0.0
74
0.2%
0.0542
1
0.0%
0.0697
1
0.0%
0.0775
1
0.0%
0.0919
1
0.0%
0.0935
1
0.0%
0.1037
1
0.0%
0.1057
1
0.0%
0.1077
1
0.0%
0.1185
1
0.0%
0.1203
1
0.0%
0.1215
1
0.0%
0.1217
1
0.0%
0.1228
1
0.0%
0.1231
1
0.0%
LARGEST VALUES
0.9261
1
0.0%
0.9179
1
0.0%
0.9157
1
0.0%
0.9096
1
0.0%
0.9033
1
0.0%
0.884
1
0.0%
0.8774
1
0.0%
0.848
1
0.0%
0.8445
1
0.0%
0.8417
1
0.0%
0.8411
1
0.0%
0.8363
1
0.0%
0.8354
1
0.0%
0.8332
1
0.0%
0.8322
1
0.0%
WAA
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
runs_above_avg_adj
1.00
runs_above_avg
0.99
WAR
0.93
runs_above_rep
0.91
waa_win_perc
0.64
oppRpG
-0.50
ERA_plus
0.44
xRA_final
0.40
ER_lg
0.40
xRA
0.39
IPouts
0.39
WAR_rep
0.38
IPouts_start
0.34
BIP_perc
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.08
stint_ID
0.03
lg_ID
0.00
MOST FREQUENT VALUES
0.0
114
0.4%
-0.168
19
0.1%
-0.4368
18
0.1%
0.10800000000000001
18
0.1%
-0.252
18
0.1%
-0.1848
17
0.1%
-0.36
16
0.1%
-0.504
16
0.1%
-0.14400000000000002
15
0.0%
-0.336
15
0.0%
-0.126
15
0.0%
-0.297
15
0.0%
-0.48
14
0.0%
-0.231
14
0.0%
0.3168
14
0.0%
SMALLEST VALUES
-4.9703
1
0.0%
-3.96
1
0.0%
-3.9585
1
0.0%
-3.8369
1
0.0%
-3.7449
1
0.0%
-3.7332
1
0.0%
-3.7222
1
0.0%
-3.715
1
0.0%
-3.654
1
0.0%
-3.638
1
0.0%
-3.6224
1
0.0%
-3.61
1
0.0%
-3.594
1
0.0%
-3.5839999999999996
1
0.0%
-3.5451
1
0.0%
LARGEST VALUES
9.8245
1
0.0%
9.6628
1
0.0%
9.435
1
0.0%
9.2906
1
0.0%
8.734
1
0.0%
8.687000000000001
1
0.0%
8.6326
1
0.0%
8.4678
1
0.0%
8.3483
1
0.0%
8.2533
1
0.0%
8.2512
1
0.0%
8.176
1
0.0%
8.128
1
0.0%
8.12
1
0.0%
7.7717
1
0.0%
WAA_adj
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
RA
-0.35
BIP_perc
-0.31
BIP
-0.31
xRA
-0.30
IPouts
-0.30
ER_lg
-0.30
xRA_final
-0.30
WAR_rep
-0.30
IPouts_start
-0.30
GS
-0.29
xRA_sprp_adj
-0.22
waa_win_perc_rep
0.17
waa_win_perc
-0.15
oppRpG
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.05
team_ID
0.05
lg_ID
0.00
MOST FREQUENT VALUES
0.0
80
0.3%
-0.021
29
0.1%
-0.022000000000000002
29
0.1%
-0.006999999999999999
29
0.1%
-0.0028
28
0.1%
-0.0069
28
0.1%
-0.0346
27
0.1%
-0.0095
27
0.1%
-0.0031
27
0.1%
-0.0282
27
0.1%
-0.0278
27
0.1%
-0.0075
27
0.1%
-0.0121
26
0.1%
-0.0046
26
0.1%
-0.0074
26
0.1%
SMALLEST VALUES
-1.031
1
0.0%
-0.9489
1
0.0%
-0.9183
1
0.0%
-0.9079999999999999
1
0.0%
-0.8859999999999999
1
0.0%
-0.8805
1
0.0%
-0.878
1
0.0%
-0.8115
1
0.0%
-0.8088
1
0.0%
-0.7834
1
0.0%
-0.7823
1
0.0%
-0.7709999999999999
1
0.0%
-0.7672
1
0.0%
-0.7559999999999999
1
0.0%
-0.7436
1
0.0%
LARGEST VALUES
2.6174
1
0.0%
2.2819
1
0.0%
1.7448
1
0.0%
1.7223
1
0.0%
1.642
1
0.0%
1.5848
1
0.0%
1.5043
1
0.0%
1.4847
1
0.0%
1.3173
1
0.0%
1.3075
1
0.0%
1.2244
1
0.0%
1.2219
1
0.0%
1.2216
1
0.0%
1.2094
1
0.0%
1.2067
1
0.0%
oppRpG_rep
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teamRpG
0.84
RpO_replacement
0.84
pyth_exponent_rep
0.82
pyth_exponent
0.52
oppRpG
0.38
xRA_sprp_adj
0.34
ER_lg
0.32
xRA_final
0.31
xRA
0.31
year_ID
0.31
GS
0.31
RA
0.31
IPouts_start
0.29
WAR_rep
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.34
lg_ID
0.26
stint_ID
0.03
MOST FREQUENT VALUES
5.06634
35
0.1%
0.0
34
0.1%
4.4082099999999995
32
0.1%
4.81473
26
0.1%
4.79875
25
0.1%
4.60086
25
0.1%
4.68002
24
0.1%
4.7533900000000004
22
0.1%
4.2237599999999995
21
0.1%
4.8696
20
0.1%
4.51264
19
0.1%
4.4
18
0.1%
4.36909
18
0.1%
4.07033
17
0.1%
4.594119999999999
17
0.1%
SMALLEST VALUES
0.0
34
0.1%
3.4317900000000003
1
0.0%
3.4431800000000004
1
0.0%
3.44551
1
0.0%
3.44706
1
0.0%
3.45175
1
0.0%
3.4548300000000003
1
0.0%
3.4584099999999998
1
0.0%
3.46795
1
0.0%
3.4683900000000003
1
0.0%
3.4694599999999998
1
0.0%
3.4719
1
0.0%
3.47255
1
0.0%
3.4743199999999996
1
0.0%
3.47813
5
0.0%
LARGEST VALUES
6.339169999999999
1
0.0%
6.31201
1
0.0%
6.28603
1
0.0%
6.28297
1
0.0%
6.25983
1
0.0%
6.2582
1
0.0%
6.24942
1
0.0%
6.24758
1
0.0%
6.2452
1
0.0%
6.243519999999999
1
0.0%
6.24116
1
0.0%
6.2361
1
0.0%
6.22462
1
0.0%
6.2199
1
0.0%
6.21976
1
0.0%
pyth_exponent_rep
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
oppRpG_rep
0.82
pyth_exponent
0.68
teamRpG
0.58
RpO_replacement
0.58
PPF_custom
0.40
oppRpG
0.38
waa_win_perc_rep
0.38
year_ID
0.22
waa_win_perc
0.19
ER_lg
0.13
xRA_final
0.13
xRA
0.13
RA
0.13
xRA_sprp_adj
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.23
lg_ID
0.16
stint_ID
0.05
MOST FREQUENT VALUES
1.876
436
1.4%
1.902
416
1.3%
1.8769999999999998
375
1.2%
1.901
363
1.1%
1.9
361
1.1%
1.899
345
1.1%
1.892
337
1.1%
1.893
321
1.0%
1.89
314
1.0%
1.891
312
1.0%
1.903
312
1.0%
1.889
305
1.0%
1.875
299
0.9%
1.895
293
0.9%
1.9040000000000001
290
0.9%
SMALLEST VALUES
0.0
34
0.1%
1.73
1
0.0%
1.7309999999999999
5
0.0%
1.732
2
0.0%
1.733
12
0.0%
1.734
15
0.0%
1.735
32
0.1%
1.736
31
0.1%
1.7369999999999999
24
0.1%
1.7380000000000002
14
0.0%
1.739
10
0.0%
1.74
7
0.0%
1.7409999999999999
14
0.0%
1.742
7
0.0%
1.743
24
0.1%
LARGEST VALUES
2.0180000000000002
1
0.0%
2.016
1
0.0%
2.015
2
0.0%
2.0140000000000002
2
0.0%
2.013
4
0.0%
2.012
7
0.0%
2.011
4
0.0%
2.01
8
0.0%
2.009
5
0.0%
2.008
5
0.0%
2.0069999999999997
4
0.0%
2.006
5
0.0%
2.005
2
0.0%
2.004
11
0.0%
2.003
9
0.0%
waa_win_perc_rep
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
GS
-0.66
IPouts_start
-0.65
xRA_sprp_adj
-0.64
xRA_final
-0.57
BIP_perc
-0.56
BIP
-0.56
ER_lg
-0.55
xRA
-0.55
WAR_rep
-0.55
RA
-0.55
IPouts
-0.55
IPouts_relief
0.40
pyth_exponent
0.38
pyth_exponent_rep
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.10
lg_ID
0.09
stint_ID
0.01
MOST FREQUENT VALUES
0.491
255
0.8%
0.4899
248
0.8%
0.4912
245
0.8%
0.4906
223
0.7%
0.4897
222
0.7%
0.4894
218
0.7%
0.4911
214
0.7%
0.4902
206
0.6%
0.49
204
0.6%
0.4914
201
0.6%
0.4913
200
0.6%
0.4903
200
0.6%
0.4915
194
0.6%
0.4892
193
0.6%
0.4901
191
0.6%
SMALLEST VALUES
0.0
34
0.1%
0.4154
2
0.0%
0.4174
1
0.0%
0.4178
1
0.0%
0.418
1
0.0%
0.4188
2
0.0%
0.4189
1
0.0%
0.4194
1
0.0%
0.4195
1
0.0%
0.4196
2
0.0%
0.4198
1
0.0%
0.4199
1
0.0%
0.42
2
0.0%
0.4202
1
0.0%
0.4203
2
0.0%
LARGEST VALUES
0.5
40
0.1%
0.499
2
0.0%
0.4988
1
0.0%
0.4986
1
0.0%
0.4985
4
0.0%
0.4984
2
0.0%
0.4983
3
0.0%
0.4982
1
0.0%
0.4979
1
0.0%
0.4978
2
0.0%
0.4977
2
0.0%
0.4975
2
0.0%
0.4974
1
0.0%
0.4972
4
0.0%
0.4971
21
0.1%
WAR_rep
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
IPouts
0.99
xRA
0.99
BIP
0.99
BIP_perc
0.98
ER_lg
0.98
xRA_final
0.98
RA
0.94
IPouts_start
0.93
GS
0.91
runs_above_rep
0.72
WAR
0.69
xRA_sprp_adj
0.59
waa_win_perc_rep
-0.55
G
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.15
team_ID
0.09
lg_ID
0.05
MOST FREQUENT VALUES
0.0
74
0.2%
0.0102
60
0.2%
0.0101
54
0.2%
0.0107
53
0.2%
0.0088
52
0.2%
0.0091
48
0.2%
0.0092
41
0.1%
0.0182
36
0.1%
0.0089
32
0.1%
0.0213
27
0.1%
0.003
27
0.1%
0.0177
26
0.1%
0.0214
26
0.1%
0.0202
24
0.1%
0.0357
24
0.1%
SMALLEST VALUES
0.0
74
0.2%
0.0028
1
0.0%
0.0029
16
0.1%
0.003
27
0.1%
0.0031
15
0.0%
0.0032
1
0.0%
0.0033
4
0.0%
0.0034
24
0.1%
0.0035
3
0.0%
0.0036
13
0.0%
0.0037
1
0.0%
0.0058
8
0.0%
0.0059
10
0.0%
0.006
3
0.0%
0.0061
17
0.1%
LARGEST VALUES
3.6573
1
0.0%
3.4965
1
0.0%
3.4784
1
0.0%
3.3592
1
0.0%
3.3196
1
0.0%
3.3091
1
0.0%
3.2372
1
0.0%
3.2349
1
0.0%
3.2217
1
0.0%
3.1887
1
0.0%
3.1876
1
0.0%
3.1837
1
0.0%
3.1752
1
0.0%
3.1689
1
0.0%
3.1579
1
0.0%
ERA_plus
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
waa_win_perc
0.50
runs_above_avg_adj
0.45
runs_above_avg
0.45
WAA
0.44
WAR
0.41
runs_above_rep
0.40
oppRpG
-0.38
G
0.30
IPouts_relief
0.25
GR_leverage_index_avg
0.22
ER_lg
0.15
xRA
0.14
WAR_rep
0.14
IPouts
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
team_ID
0.06
stint_ID
0.04
lg_ID
0.00
MOST FREQUENT VALUES
0.0
849
2.7%
17.0
13
0.0%
64.3
7
0.0%
55.3
7
0.0%
60.5
6
0.0%
62.2
6
0.0%
64.5
6
0.0%
61.3
6
0.0%
63.1
6
0.0%
96.8
6
0.0%
43.4
6
0.0%
5.6666666
6
0.0%
48.6
6
0.0%
31.1
6
0.0%
65.8
6
0.0%
SMALLEST VALUES
0.0
849
2.7%
2.125
1
0.0%
2.4285714
1
0.0%
2.8333333
1
0.0%
3.4
1
0.0%
4.25
3
0.0%
4.8142857
1
0.0%
5.01
1
0.0%
5.4666666
1
0.0%
5.65
1
0.0%
5.6666666
6
0.0%
6.28
1
0.0%
6.42
1
0.0%
6.54
1
0.0%
6.7
1
0.0%
LARGEST VALUES
1279.3
1
0.0%
1221.0
1
0.0%
1134.6
1
0.0%
1045.1
1
0.0%
999.2
1
0.0%
921.1
1
0.0%
913.6
1
0.0%
893.5
1
0.0%
891.3
1
0.0%
853.8
1
0.0%
843.3
1
0.0%
832.35
1
0.0%
803.05
1
0.0%
784.0
1
0.0%
779.3
1
0.0%
ER_lg
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
xRA
1.00
xRA_final
1.00
IPouts
0.99
WAR_rep
0.98
BIP
0.98
BIP_perc
0.98
RA
0.95
IPouts_start
0.92
GS
0.91
runs_above_rep
0.73
WAR
0.69
xRA_sprp_adj
0.62
waa_win_perc_rep
-0.55
G
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
stint_ID
0.15
team_ID
0.07
lg_ID
0.03
MOST FREQUENT VALUES
0.17
74
0.2%
0.638
13
0.0%
1.1
12
0.0%
0.642
11
0.0%
0.622
10
0.0%
0.627
9
0.0%
3.301
8
0.0%
0.649
8
0.0%
0.644
8
0.0%
1.527
8
0.0%
0.95
8
0.0%
1.11
8
0.0%
0.594
8
0.0%
1.105
8
0.0%
5.48
7
0.0%
SMALLEST VALUES
0.17
74
0.2%
0.287
1
0.0%
0.289
1
0.0%
0.293
1
0.0%
0.297
1
0.0%
0.299
2
0.0%
0.3
1
0.0%
0.301
1
0.0%
0.302
1
0.0%
0.304
3
0.0%
0.305
1
0.0%
0.306
1
0.0%
0.307
1
0.0%
0.308
3
0.0%
0.309
1
0.0%
LARGEST VALUES
163.93900000000002
1
0.0%
160.423
1
0.0%
155.25799999999998
1
0.0%
153.686
1
0.0%
151.805
1
0.0%
150.83
1
0.0%
150.66299999999998
1
0.0%
149.67600000000002
1
0.0%
147.736
1
0.0%
146.736
1
0.0%
146.366
1
0.0%
144.037
1
0.0%
143.433
1
0.0%
142.92600000000002
1
0.0%
142.70600000000002
1
0.0%